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Top 8 crack-detection open source projects

tensorflow-crack-classification

CNN for crack classification, intended for use in a crack inspection pipeline (see references).

✭ 27

Jupyter Notebook opencv tensorflow keras nuclear crack-detection

A Pytorch implementation of DeepCrack and RoadNet projects.

✭ 152

python shell TeX deep-neural-networks deep-learning dataset edge-detection image-segmentation centerline-detection road-detection multi-task-learning crack-detection

Deep-Learning-and-Computer-Vision-for-Structural-Crack-Detection-And-Classification

Incorporating Inductive Bias into Deep Learning: A Perspective from Automated Visual Inspection in Aircraft Maintenance

✭ 27

python machine-learning deep-learning aerospace crack-detection structural-health-monitoring aircraft-inspection non-destructive-testing crack-classification

DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.

✭ 130

deep-neural-networks deep-learning dataset image-segmentation crack-detection crack-segmentation

crack-detection-opencv

Crack Detection On Highway Or Pavement Using OpenCV

✭ 59

python underground concrete highway opencv-python road pavement crack-detection

Crack-segmentation

This repo contains customized deep learning models for segmenting cracks.

✭ 35

python tensorflow segmentation crack-detection crack-segmentation

Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.

✭ 50

python machine-learning deep-learning pytorch super-resolution semantic-segmentation mva crack-detection joint-learning crack-segmentation

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

✭ 137

python deep-learning cnn convolutional-neural-network crack-detection pavement-crack-detection deepcrack pavement-images

1-8 of 8 crack-detection projects